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ESANN
2006
15 years 8 months ago
Margin based Active Learning for LVQ Networks
In this article, we extend a local prototype-based learning model by active learning, which gives the learner the capability to select training samples during the model adaptation...
Frank-Michael Schleif, Barbara Hammer, Thomas Vill...
ICANN
2007
Springer
16 years 1 months ago
Boosting Unsupervised Competitive Learning Ensembles
Topology preserving mappings are great tools for data visualization and inspection in large datasets. This research presents a combination of several topology preserving mapping mo...
Emilio Corchado, Bruno Baruque, Hujun Yin
176
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HCI
2007
15 years 8 months ago
Webcasting Made Interactive: Integrating Real-Time Videoconferencing in Distributed Learning Spaces
This paper presents an extension to the ePresence Interactive Media webcasting infrastructure to support real-time voice and video conferencing for a few attendees while concurrent...
Ronald Baecker, Jeremy P. Birnholtz, Rhys Causey, ...
LWA
2004
15 years 8 months ago
Learning Prototype Ontologies by Hierachical Latent Semantic Analysis
An ontology is a speci...cation of a conceptualization, a shared understanding of some domain of interest. The paper develops an algorithm that hierarchically groups words together...
Gerhard Paaß, Jörg Kindermann, Edda Leo...
AAAI
1998
15 years 8 months ago
Learning to Resolve Natural Language Ambiguities: A Unified Approach
Weanalyzea fewofthecommonlyusedstatisticsbased andmachinelearningalgorithmsfornaturallanguage disambiguationtasksandobservethattheycanbcrecastaslearninglinearseparatorsinthefeatur...
Dan Roth